Face Recognition Using Independent Component Analysis and Support Vector Machines. - Oscar Déniz; Modesto Castrillón Santana; Mario Hernández (AVBPA, 2001)

An Incremental Learning Algorithm for Face Recognition. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo 001; Mario Hernández (Biometric Authentication, 2002)

Multimodal Attention System for an Interactive Robot. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo 001; Mario Hernández; Juan Méndez (IbPRIA, 2003)

The ENCARA System for Face Detection and Normalization. - Modesto Castrillón Santana; Oscar Déniz; Mario Hernández (IbPRIA, 2003)

Building a Sound Localization System for a Robot Head. - Oscar Déniz; Jorge Cabrera 001; Mario Hernández (Inteligencia Artif., 2003)

Useful Computer Vision Techniques for Human-Robot Interaction. - Oscar Déniz; Antonio Falcón; Juan Méndez; Modesto Castrillón Santana (ICIAR (2), 2004)

Who Are You? - Modesto Castrillón Santana; Enrico Grosso; Oscar Déniz (ICPR (3), 2004)

Introduction of Homeostatic Regulation in Face Detection. - Javier Lorenzo 001; Modesto Castrillón Santana; Mario Hernández; Oscar Déniz (PRIS, 2004)

A Simple Habituation Mechanism for Perceptual User Interfaces. - Oscar Déniz; Javier Lorenzo 001; Mario Hernández (Inteligencia Artif., 2004)

Face Exemplars Selection from Video Streams for Online Learning. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Javier Lorenzo-Navarro; Mario Hernández-Tejera (CRV, 2005)

Real-time Detection of Faces in Video Streams. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Cayetano Guerra-Artal; Mario Hernández-Tejera (CRV, 2005)

Cue Combination for Robust Real-Time Multiple Face Detection at Different Resolutions. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Cayetano Guerra-Artal; José Isern González (EUROCAST, 2005)

Multiple Face Detection at Different Resolutions for Perceptual User Interfaces. - Modesto Castrillón Santana; Javier Lorenzo-Navarro; Oscar Déniz-Suárez; José Isern González; Antonio Falcón-Martel (IbPRIA (1), 2005)

Component runtime self-adaptation in robotics. - Daniel Hernández-Sosa; Antonio C. Domínguez; Oscar Déniz; Jorge Cabrera 001 (ICINCO, 2005)

Face Recognition from a Tabula Rasa Perspective. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Javier Lorenzo-Navarro; Mario Hernández-Tejera (FGR, 2006)

Expressive Robotic Face for Interaction. - Oscar Déniz; Luis Antón-Canalís; Modesto Castrillón Santana; Mario Hernández (Workshop de Agentes Físicos, 2006)

Learning to Recognize Faces by Successive Meetings. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Javier Lorenzo-Navarro; Mario Hernández-Tejera (J. Multim., 2006)

Learning to Recognize Faces Incrementally. - Oscar Déniz; Javier Lorenzo 001; Modesto Castrillón Santana; Juan Méndez; Antonio Falcón (DAGM-Symposium, 2007)

CASIMIRO, The Sociable Robot. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo 001; Mario Hernández (EUROCAST, 2007)

Becoming Visually Familiar. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Javier Lorenzo-Navarro; Daniel Hernández-Sosa (ICIAP, 2007)

Useful computer vision techniques for a robotic head. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo-Navarro; Luis Antón-Canalís (ICINCO-RA (2), 2007)

Comparison of focus measures in face detection environments. - Javier Lorenzo-Navarro; Oscar Déniz; Modesto Castrillón Santana; Cayetano Guerra (ICINCO-RA (2), 2007)

Natural Interaction with a Robotic Head. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo-Navarro; Luis Antón-Canalís (IWINAC (1), 2007)

An engineering approach to sociable robots. - Oscar Déniz-Suárez; Mario Hernández; Javier Lorenzo 001; Modesto Castrillón Santana (J. Exp. Theor. Artif. Intell., 2007)

ENCARA2: Real-time detection of multiple faces at different resolutions in video streams. - Modesto Castrillón Santana; Oscar Déniz; Cayetano Guerra; Mario Hernández (J. Vis. Commun. Image Represent., 2007)

Exploring the Use of Local Binary Patterns as Focus Measure. - Javier Lorenzo-Navarro; Modesto Castrillón Santana; Juan Méndez; Oscar Déniz-Suárez (CIMCA/IAWTIC/ISE, 2008)

Smile Detection for User Interfaces. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo-Navarro; Luis Antón-Canalís; Gloria Bueno García (ISVC (2), 2008)

Face and Facial Feature Detection Evaluation - Performance Evaluation of Public Domain Haar Detectors for Face and Facial Feature Detection. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Luis Antón-Canalís; Javier Lorenzo-Navarro (VISAPP (2), 2008)

Smile Detection using Local Binary Patterns and Support Vector Machines. - David Freire-Obregón; Modesto Castrillón Santana; Oscar Déniz-Suárez (VISAPP (1), 2009)

Component Analysis in Artificial Vision. - Oscar Déniz-Suárez; Gloria Bueno García (Encyclopedia of Artificial Intelligence, 2009)

Learning to recognize gender using experience. - Modesto Castrillón Santana; Javier Lorenzo 001; David Freire-Obregón; Oscar Déniz (ICIP, 2010)

Automatic Breast Tissue Classification Based on BIRADS Categories. - Noelia Vállez; Gloria Bueno García; Oscar Déniz; Pablo Esteve; Miguel A. Rienda; Carlos Pastor (Digital Mammography / IWDM, 2010)

Face Recognition with Histograms of Oriented Gradients. - Oscar Déniz; Gloria Bueno García; Jesús Salido; Fernando De la Torre (VISAPP (2), 2010)

Three-dimensional organ modeling based on deformable surfaces applied to radio-oncology. - Gloria Bueno García; Oscar Déniz; Jesús Salido; Carmen Carrascosa; José M. Delgado (J. Zhejiang Univ. Sci. C, 2010)

Computer vision based eyewear selector. - Oscar Déniz; Modesto Castrillón Santana; Javier Lorenzo 001; Luis Antón-Canalís; Mario Hernández; Gloria Bueno García (J. Zhejiang Univ. Sci. C, 2010)

Violence Detection in Video Using Computer Vision Techniques. - Enrique Bermejo Nievas; Oscar Déniz-Suárez; Gloria Bueno García; Rahul Sukthankar (CAIP (2), 2011)

Fast Classification in Incrementally Growing Spaces. - Oscar Déniz-Suárez; Modesto Castrillón Santana; Javier Lorenzo 001; Gloria Bueno García; Mario Hernández (IbPRIA, 2011)

A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. - Noelia Vállez; Gloria Bueno García; Oscar Déniz-Suárez; José A. Seoane; Julián Dorado; Alejandro Pazos (IbPRIA, 2011)

Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images. - Gloria Bueno García; Marcial Fernández; Oscar Déniz; Marcial García-Rojo (IWANN (2), 2011)

A geodesic deformable model for automatic segmentation of image sequences applied to radiation therapy. - Gloria Bueno García; Oscar Déniz; Jesús Salido; Carmen Carrascosa; José M. Delgado (Int. J. Comput. Assist. Radiol. Surg., 2011)

Automatic breast parenchymal density classification integrated into a CADe system. - Gloria Bueno García; Noelia Vállez; Oscar Déniz; Pablo Esteve; Miguel A. Rienda; María Arias; Carlos Pastor (Int. J. Comput. Assist. Radiol. Surg., 2011)

A comparison of face and facial feature detectors based on the Viola-Jones general object detection framework. - Modesto Castrillón Santana; Oscar Déniz-Suárez; Daniel Hernández-Sosa; Javier Lorenzo 001 (Mach. Vis. Appl., 2011)

Fast and accurate global motion compensation. - Oscar Déniz; Gloria Bueno García; Enrique Bermejo Nievas; Rahul Sukthankar (Pattern Recognit., 2011)

Face recognition using Histograms of Oriented Gradients. - Oscar Déniz; Gloria Bueno García; Jesús Salido; Fernando De la Torre (Pattern Recognit. Lett., 2011)

A parallel solution for high resolution histological image analysis. - Gloria Bueno García; Roberto González; Oscar Déniz; Marcial García-Rojo; J. González-García; Maria del Milagro Fernández-Carrobles; Noelia Vállez; Jesús Salido (Comput. Methods Programs Biomed., 2012)

False Positive Reduction in Detector Implantation. - Noelia Vállez; Gloria Bueno García; Oscar Déniz (AIME, 2013)

VISILAB at MediaEval 2013: Fight Detection. - Ismael Serrano; Oscar Déniz; Gloria Bueno García (MediaEval, 2013)

TimeViewer, a Tool for Visualizing the Problems of the Background Subtraction. - Alejandro Sánchez Rodríguez; Juan Carlos González-Castolo; Oscar Déniz-Suárez (PSIVT, 2013)

A Vision-Based Localization Algorithm for an Indoor Navigation App. - Oscar Déniz; Julio Paton; Jesús Salido; Gloria Bueno García; Janahan Ramanan (NGMAST, 2014)

Fast Violence Detection in Video. - Oscar Déniz; Ismael Serrano; Gloria Bueno García; Tae-Kyun Kim 001 (VISAPP (2), 2014)

Breast density classification to reduce false positives in CADe systems. - Noelia Vállez; Gloria Bueno García; Oscar Déniz; Julián Dorado; José Antonio Seoane Fernández; Alejandro Pazos; Carlos Pastor (Comput. Methods Programs Biomed., 2014)

Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images. - Maria del Milagro Fernández-Carrobles; Gloria Bueno García; Oscar Déniz; Jesús Salido; Marcial García-Rojo (IEEE J. Biomed. Health Informatics, 2014)

Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments. - José Luis Espinosa-Aranda; Noelia Vállez; Carlos Sanchez-Bueno 006; Daniel Aguado-Araujo; Gloria Bueno García; Oscar Déniz (CNS, 2015)

The eyes of things project. - Noelia Vállez; José Luis Espinosa-Aranda; Oscar Déniz-Suárez; Daniel Aguado-Araujo; Gloria Bueno García; Carlos Sanchez-Bueno 006 (ICDSC, 2015)

Multi-stained whole slide image alignment in digital pathology. - Oscar Déniz; David Toomey; Catherine Conway; Gloria Bueno García (Digital Pathology, 2015)

A CAD System for the Acquisition and Classification of Breast TMA in Pathology. - Maria del Milagro Fernández-Carrobles; Gloria Bueno García; Oscar Déniz; Jesús Salido; Marcial García-Rojo; Lucía González-López (MIE, 2015)

Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy. - Rafael Redondo; Gloria Bueno García; François Chung; Rodrigo Nava; J. Víctor Marcos; Gabriel Cristóbal; Tomás Rodríguez; Amelia Gonzalez-Porto; Cristina Pardo; Oscar Déniz; Boris Escalante-Ramírez (Comput. Electron. Agric., 2015)

A Vision for the Future [Soapbox]. - David Moloney; Oscar Déniz-Suárez (IEEE Consumer Electron. Mag., 2015)

Frequential versus spatial colour textons for breast TMA classification. - Maria del Milagro Fernández-Carrobles; Gloria Bueno García; Oscar Déniz-Suárez; Jesús Salido; Marcial García-Rojo; Lucía González-López (Comput. Medical Imaging Graph., 2015)

Sainet: An Image Processing App for Assistance of Visually Impaired People in Social Interaction Scenarios. - Jesús Salido; Oscar Déniz; Gloria Bueno García (IWBBIO, 2016)

Bagging Tree Classifier and Texture Features for Tumor Identification in Histological Images. - Maria del Milagro Fernández-Carrobles; Ismael Serrano; Gloria Bueno García; Oscar Déniz (MIUA, 2016)

Transition Hough forest for trajectory-based action recognition. - Guillermo Garcia-Hernando; Hyung Jin Chang; Ismael Serrano; Oscar Déniz; Tae-Kyun Kim 001 (WACV, 2016)

BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paper. - Tim Llewellynn; Maria del Milagro Fernández-Carrobles; Oscar Déniz; Samuel Fricker; Amos J. Storkey; Nuria Pazos; Gordana Velikic; Kirsten Leufgen; Rozenn Dahyot; Sebastian Koller; Georgios I. Goumas; Peter Leitner; et al. (Conf. Computing Frontiers, 2017)

Eyes of Things. - Noelia Vállez; José Luis Espinosa-Aranda; Jose M. Rico-Saavedra; Javier Parra-Patino; Oscar Déniz; Alain Pagani; Stephan Krauß; Ruben Reiser; Didier Stricker; David Moloney; Alireza Dehghani; Aubrey K. Dunne; et al. (IC2E, 2017)

Existing Approaches to Smart Parking: An Overview. - Fernando Enríquez; Luis Miguel Soria-Morillo; Juan Antonio Álvarez-García; Francisco Velasco Morente; Oscar Déniz (Smart-CT, 2017)

Automatic quantification of IHC stain in breast TMA using colour analysis. - Maria del Milagro Fernández-Carrobles; Gloria Bueno García; Marcial García-Rojo; Lucía González-López; Carlos López 002; Oscar Déniz (Comput. Medical Imaging Graph., 2017)

Eyes of Things. - Oscar Déniz-Suárez; Noelia Vállez; José Luis Espinosa-Aranda; Jose M. Rico-Saavedra; Javier Parra-Patino; Gloria Bueno García; David Moloney; Alireza Dehghani; Aubrey K. Dunne; Alain Pagani; Stephan Krauß; Ruben Reiser; et al. (Sensors, 2017)

Spatio-temporal elastic cuboid trajectories for efficient fight recognition using Hough forests. - Ismael Serrano; Oscar Déniz-Suárez; Gloria Bueno García; Guillermo Garcia-Hernando; Tae-Kyun Kim 001 (Mach. Vis. Appl., 2018)

Smart Doll: Emotion Recognition Using Embedded Deep Learning. - José Luis Espinosa-Aranda; Noelia Vállez; Jose M. Rico-Saavedra; Javier Parra-Patino; Gloria Bueno García; Matteo Sorci; David Moloney; Dexmont Peña; Oscar Déniz-Suárez (Symmetry, 2018)

Fight Recognition in Video Using Hough Forests and 2D Convolutional Neural Network. - Ismael Serrano; Oscar Déniz-Suárez; José Luis Espinosa-Aranda; Gloria Bueno García (IEEE Trans. Image Process., 2018)

Gun and Knife Detection Based on Faster R-CNN for Video Surveillance. - Maria del Milagro Fernández-Carrobles; Oscar Déniz; Fernando Maroto (IbPRIA (2), 2019)

Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation. - Jesús Ruiz-Santaquiteria; Aníbal Pedraza; Carlos Sánchez 006; Jose Alejandro Libreros; Jesús Salido; Oscar Déniz; Saúl Blanco; Gabriel Cristóbal; Gloria Bueno (IbPRIA (1), 2019)

Weapon Detection for Particular Scenarios Using Deep Learning. - Noelia Vállez; Alberto Velasco-Mata; Juan Jose Corroto; Oscar Déniz (IbPRIA (2), 2019)

Vision and Crowdsensing Technology for an Optimal Response in Physical-Security. - Fernando Enríquez; Luis Miguel Soria-Morillo; Juan Antonio Álvarez-García; Fernando Sancho-Caparrini; Francisco Velasco Morente; Oscar Déniz; Noelia Vállez (ICCS (5), 2019)

Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off. - Oscar Déniz; Noelia Vállez; Gloria Bueno García (IWANN (1), 2019)

Optimum web viewer application for DICOM whole slide image visualization in anatomical pathology. - Nieves Lajara; José Luis Espinosa-Aranda; Oscar Déniz-Suárez; Gloria Bueno García (Comput. Methods Programs Biomed., 2019)

Glomerulosclerosis identification in whole slide images using semantic segmentation. - Gloria Bueno; Maria del Milagro Fernández-Carrobles; Lucía González-López; Oscar Déniz-Suárez (Comput. Methods Programs Biomed., 2020)

Semantic versus instance segmentation in microscopic algae detection. - Jesús Ruiz-Santaquiteria; Gloria Bueno; Oscar Déniz; Noelia Vállez; Gabriel Cristóbal (Eng. Appl. Artif. Intell., 2020)

Approaching Adversarial Example Classification with Chaos Theory. - Aníbal Pedraza; Oscar Déniz; Gloria Bueno (Entropy, 2020)

Robustness to adversarial examples can be improved with overfitting. - Oscar Déniz-Suárez; Aníbal Pedraza; Noelia Vállez; Jesús Salido; Gloria Bueno (Int. J. Mach. Learn. Cybern., 2020)

Automatic Museum Audio Guide. - Noelia Vállez; Stephan Krauß; José Luis Espinosa-Aranda; Alain Pagani; Kasra Seirafi; Oscar Déniz-Suárez (Sensors, 2020)

Vision and Crowdsensing Technology for an Optimal Response in Security: Project results. - Juan Antonio Álvarez-García; Jose L. Salazar-González; Oscar Déniz-Suárez; Jesus Ruiz Santaquiteria-Alegre (MeditCom, 2021)

Handgun Detection Using Combined Human Pose and Weapon Appearance. - Jesús Ruiz-Santaquiteria; Alberto Velasco-Mata; Noelia Vállez; Gloria Bueno; Juan Antonio Álvarez-García; Oscar Déniz (IEEE Access, 2021)

Deep autoencoder for false positive reduction in handgun detection. - Noelia Vállez; Alberto Velasco-Mata; Oscar Déniz (Neural Comput. Appl., 2021)

Using human pose information for handgun detection. - Alberto Velasco-Mata; Jesús Ruiz-Santaquiteria; Noelia Vállez; Oscar Déniz (Neural Comput. Appl., 2021)

On the Relationship between Generalization and Robustness to Adversarial Examples. - Aníbal Pedraza; Oscar Déniz; Gloria Bueno (Symmetry, 2021)

Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection. - Noelia Vállez; Jesús Ruiz-Santaquiteria; Oscar Déniz; Jeff Hughes; Scott Robertson; Kreshnik Hoti; Gloria Bueno (ICIAP Workshops (1), 2022)

Parasitic Egg Detection and Classification with Transformer-Based Architectures. - Aníbal Pedraza; Jesús Ruiz-Santaquiteria; Oscar Déniz; Gloria Bueno (ICIP, 2022)

Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images. - Alberto Velasco-Mata; Noelia Vállez; Jesús Ruiz-Santaquiteria; Aníbal Pedraza; Oscar Déniz; Gloria Bueno (ICIP, 2022)

Diffeomorphic transforms for data augmentation of highly variable shape and texture objects. - Noelia Vállez; Gloria Bueno; Oscar Déniz; Saúl Blanco (Comput. Methods Programs Biomed., 2022)

Really natural adversarial examples. - Aníbal Pedraza; Oscar Déniz-Suárez; Gloria Bueno (Int. J. Mach. Learn. Cybern., 2022)

A review of image fusion: Methods, applications and performance metrics. - Simrandeep Singh; Harbinder Singh 001; Gloria Bueno; Oscar Déniz; Sartajvir Singh; Himanshu Monga; P. N. Hrisheekesha; Aníbal Pedraza (Digit. Signal Process., 2023)

Improving handgun detection through a combination of visual features and body pose-based data. - Jesús Ruiz-Santaquiteria; Alberto Velasco-Mata; Noelia Vállez; Oscar Déniz; Gloria Bueno (Pattern Recognit., 2023)

Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images. - Jesús Salido; Noelia Vállez; Lucía González-López; Oscar Déniz; Gloria Bueno (Comput. Methods Programs Biomed., 2023)

Weapon Detection Using PTZ Cameras. - Juan Daniel Muñoz; Jesús Ruiz-Santaquiteria; Oscar Déniz; Gloria Bueno (ROBOVIS, 2024)

Deep Neural Networks for HER2 Grading of Whole Slide Images with Subclasses Levels. - Aníbal Pedraza; Lucia González; Oscar Déniz; Gloria Bueno (Algorithms, 2024)

Leveraging AutoEncoders and chaos theory to improve adversarial example detection. - Aníbal Pedraza; Oscar Déniz; Harbinder Singh 001; Gloria Bueno (Neural Comput. Appl., 2024)

Simultaneous Robustness and Generalization Using Nearest Neighbor Classifiers. - Oscar Déniz; Gloria Bueno; Aníbal Pedraza; Harbinder Singh 001 (CAIP (2), 2025)

Enhancing Collaborative Image Classification via Spatio-Temporal Graph Neural Networks: A Proof-of-concept Study on Human Group Decisions. - Israel Mateos-Aparicio-Ruiz; P. Montealegre-Macias; Oscar Déniz-Suárez; Aníbal Pedraza; Gloria Bueno (CAIP (2), 2025)

Concealed Weapon Detection Using Thermal Cameras. - Juan Daniel Muñoz; Jesús Ruiz-Santaquiteria; Oscar Déniz; Gloria Bueno (J. Imaging, 2025)

DT4PEIS: detection transformers for parasitic egg instance segmentation. - Jesús Ruiz-Santaquiteria; Aníbal Pedraza; Oscar Déniz; Gloria Bueno (Appl. Intell., 2025)

Adversarial Examples Detection with Chaos-Based Multivariate Features. - Harbinder Singh 001; Aníbal Pedraza; Oscar Déniz; Gloria Bueno (Int. J. Mach. Learn. Cybern., 2025)

Detection of adversarial examples through chaos quantification in time-series analysis. - Harbinder Singh 001; Aníbal Pedraza; Oscar Déniz; Gloria Bueno (Int. J. Mach. Learn. Cybern., 2025)